{"id":"https://openalex.org/W4409868704","doi":"https://doi.org/10.1145/3718751.3718777","title":"A consumption situation perception system for the product market based on big data technology","display_name":"A consumption situation perception system for the product market based on big data technology","publication_year":2024,"publication_date":"2024-11-15","ids":{"openalex":"https://openalex.org/W4409868704","doi":"https://doi.org/10.1145/3718751.3718777"},"language":"en","primary_location":{"id":"doi:10.1145/3718751.3718777","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3718751.3718777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Big Data, Artificial Intelligence and Risk Management","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009636680","display_name":"Chao Deng","orcid":"https://orcid.org/0000-0001-9484-8923"},"institutions":[{"id":"https://openalex.org/I4210098640","display_name":"China Tobacco Guangxi Industrial (China)","ror":"https://ror.org/00fzs3g26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098640"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Deng","raw_affiliation_strings":["Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0000-0001-9484-8923","affiliations":[{"raw_affiliation_string":"Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210098640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100952358","display_name":"Xipeng Liu","orcid":"https://orcid.org/0009-0001-1999-408X"},"institutions":[{"id":"https://openalex.org/I4210098640","display_name":"China Tobacco Guangxi Industrial (China)","ror":"https://ror.org/00fzs3g26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098640"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xipeng Liu","raw_affiliation_strings":["Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0009-0001-1999-408X","affiliations":[{"raw_affiliation_string":"Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210098640"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jinyu Zhang","orcid":"https://orcid.org/0009-0003-9765-5184"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210108629","display_name":"Computer Network Information Center","ror":"https://ror.org/01s0wyf50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210108629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyu Zhang","raw_affiliation_strings":["Computer Network Information Center, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0003-9765-5184","affiliations":[{"raw_affiliation_string":"Computer Network Information Center, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210108629","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021556606","display_name":"Yuhua Mo","orcid":"https://orcid.org/0009-0000-5051-9319"},"institutions":[{"id":"https://openalex.org/I4210098640","display_name":"China Tobacco Guangxi Industrial (China)","ror":"https://ror.org/00fzs3g26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098640"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhua Mo","raw_affiliation_strings":["Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0009-0000-5051-9319","affiliations":[{"raw_affiliation_string":"Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210098640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022457512","display_name":"Bin Lu","orcid":"https://orcid.org/0000-0001-5434-9265"},"institutions":[{"id":"https://openalex.org/I4210098640","display_name":"China Tobacco Guangxi Industrial (China)","ror":"https://ror.org/00fzs3g26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098640"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Lu","raw_affiliation_strings":["Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0000-0001-5434-9265","affiliations":[{"raw_affiliation_string":"Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210098640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114180017","display_name":"Xuexia Liang","orcid":"https://orcid.org/0009-0002-9184-6062"},"institutions":[{"id":"https://openalex.org/I4210098640","display_name":"China Tobacco Guangxi Industrial (China)","ror":"https://ror.org/00fzs3g26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098640"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuexia Liang","raw_affiliation_strings":["Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0009-0002-9184-6062","affiliations":[{"raw_affiliation_string":"Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210098640"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101295537","display_name":"Yue Gu","orcid":"https://orcid.org/0000-0003-3445-1865"},"institutions":[{"id":"https://openalex.org/I4210098640","display_name":"China Tobacco Guangxi Industrial (China)","ror":"https://ror.org/00fzs3g26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098640"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gu","raw_affiliation_strings":["Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0000-0003-3445-1865","affiliations":[{"raw_affiliation_string":"Internet Research Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210098640"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jun Liang","orcid":"https://orcid.org/0009-0002-4233-196X"},"institutions":[{"id":"https://openalex.org/I4210098640","display_name":"China Tobacco Guangxi Industrial (China)","ror":"https://ror.org/00fzs3g26","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210098640"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liang","raw_affiliation_strings":["Technology Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China"],"raw_orcid":"https://orcid.org/0009-0002-4233-196X","affiliations":[{"raw_affiliation_string":"Technology Center, China Tobacco Guangxi Industrial Co., LTD., Nanning, Guangxi, China","institution_ids":["https://openalex.org/I4210098640"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"154","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9509000182151794,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9509000182151794,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.725555956363678},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6514356136322021},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.6094757914543152},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5967881679534912},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.5663303136825562},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44364774227142334},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20257994532585144},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09734606742858887}],"concepts":[{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.725555956363678},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6514356136322021},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.6094757914543152},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5967881679534912},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5663303136825562},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44364774227142334},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20257994532585144},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09734606742858887},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3718751.3718777","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3718751.3718777","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Big Data, Artificial Intelligence and Risk Management","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W3000626617","https://openalex.org/W3197521810","https://openalex.org/W4362723067","https://openalex.org/W4385788258"],"related_works":["https://openalex.org/W4322629366","https://openalex.org/W2808989540","https://openalex.org/W2397053934","https://openalex.org/W1039292361","https://openalex.org/W2731626691","https://openalex.org/W2551093110","https://openalex.org/W2148016376","https://openalex.org/W4237919137","https://openalex.org/W3184179822","https://openalex.org/W3095362084"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,9,22,34,49,62,99],"issue":[3],"of":[4,14,54,80,89],"capturing":[5],"consumer":[6],"demand":[7],"in":[8],"digital":[10],"research":[11],"and":[12,51,56,74,84,92,104,109,133,140,144,147,158],"development":[13],"products,":[15],"a":[16,38,86],"consumption":[17,40,154],"situation":[18],"perception":[19],"system":[20,46,97,137],"for":[21,94,113],"product":[23,39,81,100,114],"market":[24,82,115,153],"is":[25],"established":[26],"based":[27],"on":[28,33],"big":[29,41,58,78],"data":[30,42,59,79,141],"technology.":[31],"Based":[32],"PiFlow":[35],"technology,":[36],"establishes":[37],"pipeline":[43],"batch":[44],"processing":[45,53],"to":[47,69,150],"achieve":[48],"integration":[50],"efficient":[52],"internal":[55],"external":[57],"resources":[60],"within":[61],"enterprise.":[63],"We":[64],"used":[65],"knowledge":[66,76,87],"graph":[67,88],"technology":[68],"extract":[70,75],"entities,":[71],"analyze":[72],"associations,":[73],"from":[77],"consumption,":[83],"constructed":[85],"\"people,":[90],"goods,":[91],"place\"":[93],"products.":[95],"The":[96,136],"divides":[98],"market,":[101],"price":[102],"category,":[103],"category":[105],"into":[106],"different":[107],"categories,":[108],"implements":[110],"various":[111],"modules":[112],"situational":[116],"awareness,":[117],"including":[118],"sales":[119],"hot":[120],"spot":[121,124],"list,":[122,125,128,131],"cool":[123],"growth":[126],"rate":[127,130],"decline":[129],"heatmap,":[132],"K-line":[134],"chart.":[135],"connects":[138],"users":[139,149],"through":[142,156],"visual":[143],"interactive":[145],"experiences,":[146],"guides":[148],"accurately":[151],"perceive":[152],"trends":[155],"data-driven":[157],"intelligent":[159],"models.":[160]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
